The MCP Server Directory
Every Model Context Protocol server, scored on reliability, documentation, maintenance, and adoption. Independent, opinionated, refreshed daily from the official registry.
What this is
The MCP Server Directory is a live, independently maintained index of Model Context Protocol servers published to the official registry. Each server is scored 0–10 on four dimensions: reliability, documentation quality, maintenance velocity, and adoption. The directory is free, updated daily, and built by MegaOne AI.
Sap Analytics
6.6/10Read-only MCP server for the SAP analytics services market — firms, contract radar, day rates, concepts, studies. Hosted, no install.
Einstein
4.9/1040 AI crypto tools: whale tracking, security scans, DeFi analytics, quantum security, and more.
MCP Server
4.9/10AI-native team workspace — tables, documents, workflow automation, live dashboards & analytics
MCP Server
4.9/10Manage deep links, attribution, analytics, and campaigns on Grovs — open-source Branch alternative.
MCP Server
4.9/10AI marketing agent for Google Ads, Meta, GA4, TikTok, LinkedIn, Shopify, HubSpot and more.
Sociality MCP
4.9/10Social media analytics, post insights, and competitor benchmarking for AI agents.
MCP Server
4.9/10Portfolio risk analytics — VaR, Monte Carlo, optimization, options Greeks, stress testing.
Youtube Studio
4.9/10Hosted MCP for YouTube Studio: uploads, metadata, playlists, comments, analytics, captions.
Olympus Bets Analytics
4.9/10Quant sports analytics: 19 read-only tools across 12 leagues, projections, methods, track record.
Engineering Analytics
4.9/10Generate answers & visualizations from your engineering data to track software development health.
Munin
4.9/10Open-source all-in-one MCP-first customer platform: KB, Conversations, CRM, CMS, Outreach, Analytics
Custom Website Editor
4.9/10Edit your church website in plain English — text, photos, pages, domains, hosting & analytics.
Netsuite Link
4.9/10BETA — Run SuiteQL, read/write NetSuite records, query SuiteAnalytics, and run saved bookmarks.
MCP Server
4.9/10AIOProductOS: revenue, feedback, work and analytics on one customer record. 71 tools, 3 apps.
Short Link
4.9/10Official PicSee MCP server for short links, link management, click analytics, and optional OAuth.
Analytics Operations
4.9/10AI access to Hitsteps analytics, live visitors, uptime, goals, alerts, and chats.
Htmlvault
4.9/10Publish and manage secure HTML links: PII/secret scanning, batch create, patch edits, analytics.
Layero
4.9/10Build a landing page from your IDE chat, publish it, then manage domains and analytics.
MCP Server
4.9/10Query your Betterlytics web analytics from AI agents: traffic, funnels, journeys, errors, uptime.
MCP Server
4.9/10Creator discovery & analytics across YouTube, Instagram, TikTok (30M+) + brand/sponsor intel.
Analytics
4.7/10The statistical analyst in your AI chat — validated, citable, re-runnable analysis of your data.
Ads
4.7/10Manage Google, Meta, Amazon, TikTok, LinkedIn & ChatGPT ads. 430 tools for campaigns & analytics.
Server
4.7/10Manage videos, playlists, analytics, and monetization for OTT streaming services.
MCP Server
4.7/10Provides access to live sports data and analytics from BALLDONTLIE: The Sports API
MCP Server
4.7/10DMARC analytics and domain onboarding for AI assistants — health, SPF/DKIM, compliance, anomalies.
MCP Server
4.7/10Secure Nvoip MCP server for reports, call analytics, service quality, and business insights.
Analytics
4.7/10First-party unsampled Shopify analytics MCP — sessions, attribution, funnels, leaks. 26 tools.
Apivideo
4.7/10Manage videos and live streams, inspect captions, players and webhooks, and read play analytics.
Portkey
4.7/10Read AI-gateway analytics, configs, virtual keys, workspaces and users; log request feedback.
Snapto
4.7/10Manage your Snapto link-in-bio page: links, social icons, and visit and click analytics.
Toffu
4.7/10AI marketing platform your agent runs end to end: ads, analytics, content, and reports.
Plausible Analytics
4.7/10Query site stats, realtime visitors, breakdowns and goals from Plausible Analytics.
Analytics
4.7/10Query Churn Solution cancellation-flow metrics, revenue, and feedback analytics (read-only).
Speed Test
4.7/10Official SpeedOf.Me server - Accurate speed tests via over 130 global edge servers with analytics.
MCP Server
4.7/10Access your app analytics, ASO tools, and app market intelligence with Appfigures.
Server
4.7/10Voris privacy-native web analytics for AI agents: query metrics & citations, scaffold tracking.
Vibevo
4.7/10Use VibeVO API tools for campaigns, analytics, posts, creators, wallets, and factories.
MCP Server
4.7/10Test analytics for AI agents: test history, flaky tests, failure clusters, coverage.
Google Analytics
4.5/10Query GA4 analytics data with custom reports, pivot tables, and audience exports
MCP Server
4.5/10DebugBundle MCP: runtime error reporting, incident response, health checks, and product analytics.
Databroker
4.5/10Pay-per-call UK MOT history, reliability analytics and identifier utilities. x402 USDC on Base.
MCP Server
4.3/10TikTok video data analytics and content strategy tools
Analytics Engine
4.3/10AI analytics — sales analysis, ML forecasting, customer segmentation.
Ads Manager
4.3/10AI-powered DTC analytics & ads manager for Meta + Google
Mixpanel
4.3/10Query Mixpanel events, funnels, retention, segmentation and insights (JQL).
Google Analytics Unofficial
4.1/10Connect Google Analytics to ChatGPT. Query GA4 data in plain English and get instant insights.
Website Builder
4.1/10Build a hosted website by chatting. Snapshots, forms, analytics. Hand off the dashboard. Walk away.
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New servers, score changes, breakages
Every Monday: what shipped, what broke, what's worth trying. Five minutes. No filler.
Four dimensions, weighted
- Reliability (30%) — repository present, permissive license, not archived, official status.
- Documentation (20%) — description length, website presence, README quality.
- Maintenance (25%) — how recently the code was pushed; versioning discipline.
- Adoption (25%) — GitHub stars (log-scaled), remote availability, official endorsement.
What is MCP?
MCP stands for Model Context Protocol. It is an open standard introduced by Anthropic in late 2024 that lets AI assistants like Claude connect to external tools, data sources, and services through a common interface. An MCP server is a small program that exposes one capability (file access, a database, an API) to any MCP-compatible AI client.
Where does the data come from?
Every server in this directory is pulled from the official Model Context Protocol Registry at registry.modelcontextprotocol.io. We also enrich each entry with GitHub metadata (stars, last commit, license, primary language) where a repository is linked. The full re-scan runs daily.
How are servers scored?
Each server gets a 0–10 overall score, weighted from four sub-scores: reliability (30%), documentation (20%), maintenance (25%), and adoption (25%). The full methodology is visible on this page under "How scoring works".
Is this affiliated with Anthropic?
No. MegaOne AI is independent. Anthropic created the MCP standard and maintains the reference implementations, but this directory is built separately and rates all servers including Anthropic's own.
How often does the directory update?
The pipeline re-fetches the full registry and re-scores every active server once per day. Individual entries are refreshed whenever a new version is published to the official registry.
Is it free?
Yes. Browsing, filtering, and searching the directory is free. The weekly email briefing is free. There is no account required.